Literature DB >> 32090651

The Normative Underpinnings of Population-Level Alcohol Use: An Individual-Level Simulation Model.

Charlotte Probst1,2, Tuong Manh Vu3, Joshua M Epstein4,5, Alexandra E Nielsen6, Charlotte Buckley3, Alan Brennan3, Jürgen Rehm1,7,8,9, Robin C Purshouse3.   

Abstract

Background. By defining what is "normal," appropriate, expected, and unacceptable, social norms shape human behavior. However, the individual-level mechanisms through which social norms impact population-level trends in health-relevant behaviors are not well understood. Aims. To test the ability of social norms mechanisms to predict changes in population-level drinking patterns. Method. An individual-level model was developed to simulate dynamic normative mechanisms and behavioral rules underlying drinking behavior over time. The model encompassed descriptive and injunctive drinking norms and their impact on frequency and quantity of alcohol use. A microsynthesis initialized in 1979 was used as a demographically representative synthetic U.S. population. Three experiments were performed in order to test the modelled normative mechanisms. Results. Overall, the experiments showed limited influence of normative interventions on population-level alcohol use. An increase in the desire to drink led to the most meaningful changes in the population's drinking behavior. The findings of the experiments underline the importance of autonomy, that is, the degree to which an individual is susceptible to normative influence. Conclusion. The model was able to predict theoretically plausible changes in drinking patterns at the population level through the impact of social mechanisms. Future applications of the model could be used to plan norms interventions pertaining to alcohol use as well as other health behaviors.

Entities:  

Keywords:  alcohol use; individual-level simulation modeling; social norms

Mesh:

Year:  2020        PMID: 32090651      PMCID: PMC7069782          DOI: 10.1177/1090198119880545

Source DB:  PubMed          Journal:  Health Educ Behav        ISSN: 1090-1981


  35 in total

1.  Being controlled by normative influences: self-determination as a moderator of a normative feedback alcohol intervention.

Authors:  Clayton Neighbors; Melissa A Lewis; Rochelle L Bergstrom; Mary E Larimer
Journal:  Health Psychol       Date:  2006-09       Impact factor: 4.267

2.  Perceiving the community norms of alcohol use among students: some research implications for campus alcohol education programming.

Authors:  H W Perkins; A D Berkowitz
Journal:  Int J Addict       Date:  1986 Sep-Oct

3.  Economic loss and alcohol consumption and problems during the 2008 to 2009 U.S. recession.

Authors:  Nina Mulia; Sarah E Zemore; Ryan Murphy; HuiGuo Liu; Ralph Catalano
Journal:  Alcohol Clin Exp Res       Date:  2013-11-20       Impact factor: 3.455

4.  Relationships between local enforcement, alcohol availability, drinking norms, and adolescent alcohol use in 50 California cities.

Authors:  Mallie J Paschall; Joel W Grube; Sue Thomas; Carol Cannon; Ryan Treffers
Journal:  J Stud Alcohol Drugs       Date:  2012-07       Impact factor: 2.582

5.  Drinking in the age of the Great Recession.

Authors:  Judith A Richman; Kathleen M Rospenda; Timothy P Johnson; Young Ilk Cho; Ganga Vijayasira; Lea Cloninger; Jennifer M Wolff
Journal:  J Addict Dis       Date:  2012

6.  Targeting misperceptions of descriptive drinking norms: efficacy of a computer-delivered personalized normative feedback intervention.

Authors:  Clayton Neighbors; Mary E Larimer; Melissa A Lewis
Journal:  J Consult Clin Psychol       Date:  2004-06

7.  Are social norms the best predictor of outcomes among heavy-drinking college students?

Authors:  Clayton Neighbors; Christine M Lee; Melissa A Lewis; Nicole Fossos; Mary E Larimer
Journal:  J Stud Alcohol Drugs       Date:  2007-07       Impact factor: 2.582

8.  Descriptive and injunctive norms in college drinking: a meta-analytic integration.

Authors:  Brian Borsari; Kate B Carey
Journal:  J Stud Alcohol       Date:  2003-05

9.  Alcohol expectancies, perceived norms, and drinking behavior among college students: examining the reciprocal determinism hypothesis.

Authors:  Jeffrey D Wardell; Jennifer P Read
Journal:  Psychol Addict Behav       Date:  2012-10-22

10.  Do different types of social identity moderate the association between perceived descriptive norms and drinking among college students?

Authors:  Dipali Venkataraman Rinker; Clayton Neighbors
Journal:  Addict Behav       Date:  2014-03-20       Impact factor: 3.913

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  4 in total

1.  An integrated dual process simulation model of alcohol use behaviours in individuals, with application to US population-level consumption, 1984-2012.

Authors:  Charlotte Buckley; Matt Field; Tuong Manh Vu; Alan Brennan; Thomas K Greenfield; Petra S Meier; Alexandra Nielsen; Charlotte Probst; Paul A Shuper; Robin C Purshouse
Journal:  Addict Behav       Date:  2021-08-22       Impact factor: 3.913

2.  Introducing CASCADEPOP: an open-source sociodemographic simulation platform for us health policy appraisal.

Authors:  Alan Brennan; Charlotte Buckley; Tuong Manh Vu; Charlotte Probst; Alexandra Nielsen; Hao Bai; Thomas Broomhead; Thomas Greenfield; William Kerr; Petra S Meier; JüRgen Rehm; Paul Shuper; Mark Strong; Robin C Purshouse
Journal:  Int J Microsimul       Date:  2020

3.  A software architecture for mechanism-based social systems modelling in agent-based simulation models.

Authors:  Tuong Manh Vu; Charlotte Probst; Alexandra Nielsen; Hao Bai; Charlotte Buckley; Petra S Meier; Mark Strong; Alan Brennan; Robin C Purshouse
Journal:  J Artif Soc Soc Simul       Date:  2020-06-30

4.  Commentary on Robinson et al. (2021): Evaluating theories of change for public health policies using computer model discovery methods.

Authors:  Robin C Purshouse; Charlotte Buckley; Alan Brennan; John Holmes
Journal:  Addiction       Date:  2021-06-28       Impact factor: 7.256

  4 in total

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